Arman Zharmagambetov
10 papers · 2020–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21)
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Century Club · Bronze
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Unstoppable · Bronze
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Machine Learning
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Optimization & Theory · Machine Learning
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Artificial Intelligence
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Deep Learning
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Mathematics & Optimization
(3)
Optimization
(3)
Natural Language Processing
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Applications · Natural Language Processing
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alternating optimization
(2)
oblique tree
(2)
tree-based model
(2)
ensemble learning
(2)
tree alternating optimization
(2)
robustness
(1)
optimization
(1)
semi-supervised learning
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label smoothing
(1)
natural language understanding
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graph laplacian
(1)
large-scale classification
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constraint satisfaction
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supervised classification
(1)
generative model
(1)
symbolic reasoning
(1)
false positive
(1)
mathematical optimization
(1)
ensemble method
(1)
hierarchical classification
(1)
Papers
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs
ICML 2025
Beyond the ROC Curve: Classification Trees Using Cost-Optimal Curves, with Application to Imbalanced Datasets
ICML 2024
Contrastive Predict-and-Search for Mixed Integer Linear Programs
ICML 2024
GenCO: Generating Diverse Designs with Combinatorial Constraints
ICML 2024
To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning
EMNLP 2024
Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information
NeurIPS 2023
Towards Better Decision Forests: Forest Alternating Optimization
CVPR 2023
Semi-Supervised Learning with Decision Trees: Graph Laplacian Tree Alternating Optimization
NeurIPS 2022
Softmax Tree: An Accurate, Fast Classifier When the Number of Classes Is Large
EMNLP 2021
Smaller, more accurate regression forests using tree alternating optimization
ICML 2020